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Efficient percolation simulations for lossy photonic fusion networks 有损光子融合网络的高效渗滤模拟
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.033273
Matthias C. Löbl, Stefano Paesani, Anders S. Sørensen
The study of percolation phenomena has various applications ranging from social networks or materials science to quantum information. The most common percolation models are bond or site percolation for which the Newman-Ziff algorithm enables an efficient simulation. Here, we consider several nonstandard percolation models that appear in the context of measurement-based photonic quantum computing with so-called graph states and fusion networks. The associated percolation thresholds determine the tolerance to photon loss in such systems and we develop modifications of the Newman-Ziff algorithm to efficiently perform the corresponding percolation simulations. We demonstrate our algorithms by using them to characterize exemplary fusion networks and graph states.
对渗流现象的研究有多种应用,从社会网络、材料科学到量子信息,不一而足。最常见的渗滤模型是纽曼-齐夫算法(Newman-Ziff algorithm)可以高效模拟的键渗滤或点渗滤。在这里,我们考虑了在基于测量的光子量子计算背景下出现的几种非标准渗滤模型,即所谓的图态和融合网络。相关的渗滤阈值决定了此类系统对光子损耗的容忍度,我们对纽曼-齐夫算法进行了修改,以高效执行相应的渗滤模拟。我们通过使用这些算法来描述示范性融合网络和图态,从而展示了我们的算法。
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引用次数: 0
Theory of angular momentum transfer from light to molecules 光到分子的角动量传递理论
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.033277
Mikhail Maslov, Georgios M. Koutentakis, Mateja Hrast, Oliver H. Heckl, Mikhail Lemeshko
We present a theory describing the interaction of structured light, such as light carrying orbital angular momentum, with molecules. The light-matter interaction Hamiltonian we derive is expressed through couplings between spherical gradients of the electric field and the (transition) electric multipole moments of a particle of any nontrivial rotation point group. Our model can therefore accommodate an arbitrary complexity of the molecular and electric field structure, and it can be straightforwardly extended to atoms or nanostructures. Applying this framework to rovibrational spectroscopy of molecules, we uncover the general mechanism of angular momentum exchange between the spin and orbital angular momenta of light, molecular rotation, and its center-of-mass motion. We show that the nonzero vorticity of Laguerre-Gaussian beams can strongly enhance certain rovibrational transitions that are considered forbidden in the case of nonhelical light. We discuss the experimental requirements for the observation of these forbidden transitions in state-of-the-art spatially resolved spectroscopy measurements.
我们提出了一种描述结构光(如携带轨道角动量的光)与分子相互作用的理论。我们推导的光物质相互作用哈密顿是通过电场的球形梯度与任何非三维旋转点群粒子的(过渡)电多极矩之间的耦合来表达的。因此,我们的模型可以容纳任意复杂的分子和电场结构,而且可以直接扩展到原子或纳米结构。将这一框架应用于分子振荡光谱学,我们揭示了光的自旋角矩和轨道角矩、分子旋转及其质量中心运动之间角动量交换的一般机制。我们表明,拉盖尔-高斯光束的非零涡度可以强烈增强某些被认为在非螺旋光情况下禁止的振荡转换。我们讨论了在最先进的空间分辨光谱测量中观测这些禁止跃迁的实验要求。
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引用次数: 0
Machine-learning classification with additivity and diverse multifractal pathways in multiplicativity 机器学习分类的可加性和多元多分形路径的可乘性
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.033276
Madhur Mangalam, Henrik Seckler, Damian G. Kelty-Stephen
Evidence of multifractal structures has spread to a wider set of physiological time series supporting the intricate interplay of biological and psychological functioning. These dynamics manifest as random multiplicative cascades, embodying nonlinear relationships characterized by recurring division, branching, and aggregation processes implicating noise across successive generations. This investigation focuses on how well the diversity of multifractal properties can be specific to the type of cascade relationship between generation (i.e., multiplicative, additive, or a mixture) as well as to the type of noise (i.e., including additive white Gaussian noise, fractional Gaussian noise, and various amalgamations) among 15 distinct types of binomial cascade processes. Cross-correlation analysis of multifractal spectral features confirms that these features capture nuanced aspects of cascading processes with minimal redundancy. Principal component analysis using 13 distinct multifractal spectral features shows that different cascade processes can manifest multifractal evidence of nonlinearity for distinct reasons. This transparency of multifractal spectral features to underlying cascade dynamics becomes less amenable to machine-learning strategies. Fully connected neural networks struggled to classify the 15 distinct types of cascade processes based on the respective multifractal spectral features (45.5% accuracy) yet demonstrated improved accuracy when addressing single categories of cross-generation relationships, that is, additive (91.6%), multiplicative (75.4%), or additomultiplicative (70.6%). While traditional principal component analysis reveals distinct loadings attributed to individual noise processes, multiplicative relationships between generations effectively make the constituent noise processes less discernible to neural networks. Neural networks may lack sufficient hierarchical depth required to effectively distinguish among nonadditive cascading processes, recommending either elaborating multifractal geometry or using alternate architectures for machine-learning classification of cascades with multiplicative relationships.
多分形结构的证据已扩展到更广泛的生理时间序列,支持生物和心理功能的复杂相互作用。这些动态表现为随机乘法级联,体现了非线性关系,其特点是反复出现的分裂、分支和聚集过程,牵涉到连续几代人之间的噪声。这项研究的重点是,在 15 种不同类型的二叉级联过程中,多分形特性的多样性如何与代际级联关系类型(即乘法、加法或混合)以及噪声类型(即包括加性白高斯噪声、分数高斯噪声和各种混合噪声)相匹配。多分形频谱特征的交叉相关分析证实,这些特征以最小的冗余捕捉到级联过程的细微差别。利用 13 个不同的多分形光谱特征进行的主成分分析表明,不同的级联过程会由于不同的原因表现出非线性的多分形证据。多分形频谱特征对基本级联动力学的这种透明性不太适合机器学习策略。全连接神经网络难以根据各自的多分形光谱特征对 15 种不同类型的级联过程进行分类(准确率为 45.5%),但在处理单一类别的跨代关系(即加法关系(91.6%)、乘法关系(75.4%)或加减乘除关系(70.6%))时,准确率却有所提高。传统的主成分分析显示了单个噪声过程的不同载荷,而代际间的乘法关系则有效地降低了神经网络对组成噪声过程的识别能力。神经网络可能缺乏有效区分非相加级联过程所需的足够层次深度,因此建议对多分形几何进行详细说明,或使用其他架构对具有相乘关系的级联进行机器学习分类。
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引用次数: 0
Ground state magnetic structure and magnetic field effects in the layered honeycomb antiferromagnet YbOCl 层状蜂巢反铁磁体 YbOCl 的基态磁结构和磁场效应
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.033274
Zheng Zhang, Yanzhen Cai, Jinlong Jiao, Jing Kang, Dehong Yu, Bertrand Roessli, Anmin Zhang, Jianting Ji, Feng Jin, Jie Ma, Qingming Zhang
YbOCl is a representative member of the van der Waals layered honeycomb rare-earth chalcohalide RChX (R = rare earth; Ch = O, S, Se, and Te; and X = F, Cl, Br, and I) family reported recently. Its spin ground state remains to be explored experimentally. We grew high-quality single crystals of YbOCl and conducted comprehensive thermodynamic, elastic, and inelastic neutron scattering experiments down to 50 mK. The experiments reveal an antiferromagnetic phase below 1.3 K which is identified as a spin ground state with an intralayer ferromagnetic and interlayer antiferromagnetic ordering. By applying sophisticated numerical techniques to a honeycomb (nearest-neighbor)–triangle (next-nearest-neighbor) model Hamiltonian which accurately describes the highly anisotropic spin system, we are able to simulate the experiments well and determine the diagonal and off-diagonal spin-exchange interactions. The simulations give an antiferromagnetic Kitaev term comparable to the Heisenberg one. The experiments under magnetic fields allow us to establish a magnetic field–temperature phase diagram around the spin ground state. Most interestingly, a relatively small magnetic field (0.3 to 3 T) can significantly suppress the antiferromagnetic order, suggesting an intriguing interplay of the Kitaev interaction and magnetic fields in the spin system. The present study provides fundamental insights into the highly anisotropic spin systems and opens a window to look into Kitaev spin physics in a rare-earth-based system.
YbOCl 是最近报道的范德华层蜂窝状稀土氯化石 RChX(R = 稀土;Ch = O、S、Se 和 Te;X = F、Cl、Br 和 I)家族的代表成员。其自旋基态仍有待实验探索。我们生长了高质量的 YbOCl 单晶体,并进行了低至 50 mK 的全面热力学、弹性和非弹性中子散射实验。实验揭示了 1.3 K 以下的反铁磁相,并将其确定为具有层内铁磁和层间反铁磁有序的自旋基态。通过对精确描述高度各向异性自旋系统的蜂巢(最近邻)-三角(次最近邻)模型哈密顿应用复杂的数值技术,我们能够很好地模拟实验,并确定对角线和非对角线自旋交换相互作用。模拟得出的反铁磁基塔耶夫项与海森堡项相当。在磁场下进行的实验使我们能够围绕自旋基态建立磁场-温度相图。最有趣的是,相对较小的磁场(0.3 至 3 T)就能显著抑制反铁磁秩序,这表明自旋系统中基塔埃夫相互作用和磁场之间存在着有趣的相互作用。本研究提供了对高度各向异性自旋系统的基本见解,并为研究稀土基系统中的基塔耶夫自旋物理学打开了一扇窗。
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引用次数: 0
Interaction-enhanced nesting in spin-fermion and Fermi-Hubbard models 自旋费米子和费米赫伯德模型中的相互作用增强嵌套
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.l032058
R. Rossi, F. Šimkovic IV, M. Ferrero, A. Georges, A. M. Tsvelik, N. V. Prokof'ev, I. S. Tupitsyn
The spin-fermion (SF) model postulates that the dominant coupling between low-energy fermions in near critical metals is mediated by collective spin fluctuations (paramagnons) peaked at the Néel wave vector, QN, connecting hot spots on opposite sides of the Fermi surface. It has been argued that strong correlations at hot spots lead to a Fermi surface deformation (FSD) featuring flat regions and increased nesting. This conjecture was confirmed in the perturbative self-consistent calculations when the paramagnon propagator dependence on momentum deviation from QN is given by χ1|Δq|. Using diagrammatic Monte Carlo (diagMC) technique we show that such a dependence holds only at temperatures orders of magnitude smaller than any other energy scale in the problem, indicating that a different mechanism may be at play. Instead, we find that a χ1|Δq|2 dependence yields a robust finite-T scenario for achieving FSD. To link phenomenological and microscopic descriptions, we applied the connected determinant diagMC method to the (tt) Hubbard model and found that at large U/t>5.5 before the formation of electron and hole pockets (i) the FSD defined as a maximum of the spectral function is not very pronounced; instead, it is the lines of zeros of the renormalized dispersion relation that deforms toward nesting, and (ii) the static spin susceptibility is well described by χ1|Δq|2. Flat FS regions yield a nontrivial scenario for realizing a non-Fermi liquid state.
自旋费米子(SF)模型假定,在近临界金属中,低能费米子之间的主要耦合是由内耳波矢量 QN 处的集体自旋波动(准自旋波动)介导的。有观点认为,热点处的强相关性会导致费米表面变形(FSD),其特点是平坦区域和嵌套增加。这一猜想在微扰自洽计算中得到了证实,即当动量偏离 QN 的参量传播者依赖性由 χ-1∝|Δq| 给出时。我们使用图解蒙特卡洛(diagMC)技术表明,这种依赖性只在温度比问题中任何其他能量尺度都小的数量级上成立,这表明可能有不同的机制在起作用。相反,我们发现,χ-1∝|Δq|2 依赖性产生了实现 FSD 的稳健有限 T 方案。为了将现象学描述与微观描述联系起来,我们将连通行列式 diagMC 方法应用于(t-t′)哈伯德模型,发现在大 U/t>5。5时,在电子和空穴形成之前,(i) 定义为谱函数最大值的FSD并不十分明显;相反,是重正化色散关系的零点线向嵌套方向变形;(ii) 静态自旋易感性由χ-1∝|Δq|2很好地描述。平坦的 FS 区域产生了实现非费米液态的非难方案。
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引用次数: 0
Role of the constriction angle on the clogging by bridging of suspensions of particles 收缩角对颗粒悬浮液架桥堵塞的作用
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.l032060
Nathan Vani, Sacha Escudier, Deok-Hoon Jeong, Alban Sauret
Confined flows of particles can lead to clogging, and therefore failure, of various fluidic systems across many applications. As a result, design guidelines need to be developed to ensure that clogging is prevented or at least delayed. In this Letter, we investigate the influence of the angle of reduction in the cross section of the channel on the bridging of semidilute and dense non-Brownian suspensions of spherical particles. We observe a decrease of the clogging probability with the reduction of the constriction angle. This effect is more pronounced for dense suspensions close to the maximum packing fraction where particles are in contact in contrast to semidilute suspensions. We rationalize this difference in terms of arch selection. We describe the role of the constriction angle and the flow profile, providing insights into the distinct behavior of semidilute and dense suspensions.
在许多应用中,颗粒的密闭流动会导致各种流体系统堵塞,进而导致故障。因此,需要制定设计指南,以确保防止或至少延缓堵塞。在这封信中,我们研究了通道横截面的折角对球形颗粒半稀释和致密非布朗悬浮液架桥的影响。我们观察到,随着收缩角的减小,堵塞概率也随之减小。与半稀释悬浮液相比,这种效应在接近颗粒接触的最大堆积分数的致密悬浮液中更为明显。我们从拱形选择的角度合理解释了这种差异。我们描述了收缩角和流动剖面的作用,为半稀释悬浮液和致密悬浮液的不同行为提供了见解。
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引用次数: 0
Collective gradient sensing by dilute swimming bacteria without clustering 无集群的稀释游动细菌的集体梯度感应
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.l032061
Tatsuro Kai, Takahiro Abe, Natsuhiko Yoshinaga, Shuichi Nakamura, Seishi Kudo, Shoichi Toyabe
We characterize the taxis enhancement of swimming bacteria by collective migration without apparent clustering. We confine a dilute Salmonella suspension in a shallow channel and evaluate the thermotaxis response to local heating and diffusion. By combining cell tracking analysis and numerical simulation based on simple modeling, we show that the alignment interaction suppresses orientation fluctuation, strengthens migration bias, and also prevents the dispersion of accumulated population. The results show a prominent example of how a collective motion of active matter implements a biological function.
我们通过无明显聚类的集体迁移来描述游动细菌的类群增强。我们将稀释的沙门氏菌悬浮液限制在一个浅通道中,并评估其对局部加热和扩散的热趋向反应。通过结合细胞跟踪分析和基于简单建模的数值模拟,我们发现排列相互作用抑制了取向波动,加强了迁移偏向,同时也防止了累积种群的分散。这些结果展示了活性物质的集体运动如何实现生物功能的一个突出例子。
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引用次数: 0
Low-excitation transport and separation of high-mass-ratio mixed-species ion chains 高质比混合物种离子链的低激发传输和分离
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.l032059
F. Lancellotti, S. Welte, M. Simoni, C. Mordini, T. Behrle, B. de Neeve, M. Marinelli, V. Negnevitsky, J. P. Home
We demonstrate low-excitation transport and separation of two-ion crystals consisting of one Be+9 and one Ca+40 ion, with a high mass ratio of 4.4. The full separation involves transport of the mixed-species chain, splitting each ion into separate potential wells, and then transport of each ion prior to detection. We find the high mass ratio makes the protocol sensitive to mode crossings between axial and radial modes, as well as to uncontrolled radial electric fields that induce mass-dependent twists of the ion chain, which initially gave excitations n¯10. By controlling these stages, we achieve excitation as low as n¯=1.40±0.08phonons for the calcium ion and n¯=1.44±0.09phonons for the beryllium ion. Separation and transport of mixed-species chains are key elements of the quantum charge-coupled device architecture and may also be applicable to quantum-logic-based spectroscopy of exotic species.
我们展示了由一个 Be+9 离子和一个 Ca+40 离子组成的双离子晶体的低激发传输和分离,其质量比高达 4.4。整个分离过程包括混合物种链的传输、将每个离子拆分成独立的势阱,然后在检测前传输每个离子。我们发现,高质 量比使得该方案对轴向和径向模式之间的模式交叉以及不可控的径向电场非常敏感,而不可控的径向电场会诱发离子链的质量依赖性扭曲,最初会产生 n¯≫10 的激发。通过控制这些阶段,我们实现了低至 n¯=1.40±0.08 光子的钙离子激发和 n¯=1.44±0.09 光子的铍离子激发。混合物种链的分离和传输是量子电荷耦合器件结构的关键要素,也可能适用于基于量子逻辑的外来物种光谱学。
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引用次数: 0
Prerelaxation in quantum, classical, and quantum-classical two-impurity models 量子、经典和量子-经典双纯度模型中的先验性
Pub Date : 2024-09-10 DOI: 10.1103/physrevresearch.6.033275
Michael Elbracht, Michael Potthoff
We numerically study the relaxation dynamics of impurity-host systems, focusing on the presence of long-lived metastable states in the nonequilibrium dynamics after an initial excitation of the impurities. In generic systems, an excited impurity coupled to a large bath at zero temperature is expected to relax and approach its ground state over time. However, certain exceptional cases exhibit metastability, where the system remains in an excited state on timescales largely exceeding the typical relaxation time. We study this phenomenon for three prototypical impurity models: a tight-binding quantum model of independent spinless fermions on a lattice with two stub impurities, a classical-spin Heisenberg model with two weakly coupled classical impurity spins, and a tight-binding quantum model of independent electrons with two classical impurity spins. Through numerical integration of the fundamental equations of motion, we find that all three models exhibit similar qualitative behavior: complete relaxation for nearest-neighbor impurities and incomplete or strongly delayed relaxation for next-nearest-neighbor impurities. The underlying mechanisms leading to this behavior differ between models and include impurity-induced bound states, emergent approximately conserved local observables, and exact cancellation of local and nonlocal dissipation effects.
我们用数值方法研究了杂质宿主系统的弛豫动力学,重点研究了杂质初始激发后非平衡态动力学中存在的长寿命可迁移态。在一般系统中,与零温大浴耦合的受激杂质会随着时间的推移而松弛并接近其基态。然而,在某些特殊情况下,系统会表现出可陨落性,即在大大超过典型弛豫时间的时间尺度上仍处于激发态。我们研究了三种典型杂质模型的这种现象:晶格上独立无自旋费米子与两个存根杂质的紧密结合量子模型、两个弱耦合经典杂质自旋的经典自旋海森堡模型,以及独立电子与两个经典杂质自旋的紧密结合量子模型。通过对基本运动方程的数值积分,我们发现这三个模型都表现出相似的定性行为:最近邻杂质完全弛豫,而最近邻杂质弛豫不完全或强烈延迟。导致这种行为的基本机制因模型而异,包括杂质诱导的束缚态、出现的近似守恒的局部观测值以及局部和非局部耗散效应的精确抵消。
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引用次数: 0
Signatures of criticality in turning avalanches of schooling fish 群鱼转向雪崩的临界特征
Pub Date : 2024-09-09 DOI: 10.1103/physrevresearch.6.033270
Andreu Puy, Elisabet Gimeno, David March-Pons, M. Carmen Miguel, Romualdo Pastor-Satorras
Moving animal groups transmit information through propagating waves or behavioral cascades, exhibiting characteristics akin to systems near a critical point from statistical physics. Using data from freely swimming schooling fish in an experimental tank, we investigate spontaneous behavioral cascades involving turning avalanches, where large directional shifts propagate across the group. We analyze several avalanche metrics and provide a detailed picture of the dynamics associated with turning avalanches, employing tools from avalanche behavior in condensed-matter physics and seismology. Our results identify power-law distributions and robust scale-free behavior through data collapses and scaling relationships, confirming a necessary condition for criticality in fish schools. We explore the biological function of turning avalanches and link them to collective decision-making processes in selecting a new movement direction for the school. We report relevant boundary effects arising from interactions with the tank walls and influential roles of boundary individuals. Finally, spatial and temporal correlations in avalanches are explored using the concept of aftershocks from seismology, revealing clustering of avalanche events below a designated timescale and an Omori law with a faster decay rate than observed in earthquakes.
运动的动物群体通过传播波或行为级联来传递信息,其特征类似于统计物理学中临界点附近的系统。利用实验水箱中自由游动的群鱼的数据,我们研究了涉及转向雪崩的自发行为级联,在这种情况下,大的方向变化会在整个群体中传播。我们利用凝聚态物理学和地震学中的雪崩行为工具,分析了几种雪崩指标,并详细描述了与转向雪崩相关的动力学。我们的研究结果通过数据坍缩和比例关系确定了幂律分布和稳健的无标度行为,证实了鱼群临界的必要条件。我们探索了转向雪崩的生物功能,并将其与鱼群选择新运动方向的集体决策过程联系起来。我们报告了与水槽壁相互作用产生的相关边界效应以及边界个体的影响作用。最后,我们利用地震学中的余震概念探讨了雪崩的空间和时间相关性,揭示了雪崩事件在指定时间尺度以下的集群现象,以及衰减速度比在地震中观察到的更快的大森定律。
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引用次数: 0
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